You are a senior engineering manager reviewing a product team that owns a consumer finance app. The team has weekly dashboards for activation, retention, and support volume, but leadership wants a clear read on whether the team is actually off track or just seeing normal variation. The question comes up after a few mixed weeks, and the team needs a way to separate signal from noise before making changes.